Chaoukia

branches

Branches algorithm, fast AO* search for optimal sparse Decision Trees.

Constituency-Parser-French

Constituency parser for French based on probabilistic context free grammar and CYK algorithm

Deep-Learning-hw

Deep learning (vision, nlp, reinforcement) home works (MVA-CentraleSupelec)

Distributed-and-Large-Scale-Computing-Optimization

Large scale and distributed computing optimization course (MVA-CentraleSupelec)

Probabilistic-Graphical-Models

Probabilistic graphical models home works (MVA - ENS Cachan)

Reinforcement-Learning

Reinforcement learning homeworks (MVA)

Reinforcement-Learning-course

A Reinforcement Learning course with classic examples of agents trained on gym environments.

Thompson-Sampling-Decision-Trees

Online Learning of Decision Trees via Monte Carlo Tree Search with a Thompson Sampling policy

numerical-tours

Numerical Tours of Signal Processing

Deep-Reinforcement-Learning-applied-to-DOOM

DQN, DDDQN, A3C, PPO, Curiosity applied to the game DOOM

Chaoukia/Probabilistic-Graphical-Models

Probabilistic graphical models home works (MVA - ENS Cachan)

Chaoukia/branches

Branches algorithm, fast AO* search for optimal sparse Decision Trees.

Chaoukia/Thompson-Sampling-Decision-Trees

Online Learning of Decision Trees via Monte Carlo Tree Search with a Thompson Sampling policy

Chaoukia/Constituency-Parser-French

Constituency parser for French based on probabilistic context free grammar and CYK algorithm

Chaoukia/Reinforcement-Learning-course

A Reinforcement Learning course with classic examples of agents trained on gym environments.

Chaoukia/Deep-Learning-hw

Deep learning (vision, nlp, reinforcement) home works (MVA-CentraleSupelec)

Chaoukia/Distributed-and-Large-Scale-Computing-Optimization

Large scale and distributed computing optimization course (MVA-CentraleSupelec)

Chaoukia/Reinforcement-Learning

Reinforcement learning homeworks (MVA)

Chaoukia/Statistiques-Bayesiennes

Chaoukia/RL-for-Decision-Trees

Chaoukia/mining-decision-trees